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Westpac Urges Staff to Use AI Sensibly Amid Rising Costs

by Chief Editor July 9, 2026
written by Chief Editor

Westpac Banking Corp. is implementing a new strategy to manage artificial intelligence costs by tracking employee token consumption and routing tasks to the most cost-effective models. According to chief AI officer Dan Jermyn, the Australian lender aims to balance innovation with financial efficiency as firms globally face rising expenses from generative AI deployment.

How Banks Are Managing Generative AI Costs

Financial institutions are shifting from initial AI experimentation toward rigorous cost-management frameworks. Westpac is currently monitoring how its software development teams utilize advanced AI models, ensuring that complex tasks receive high-end processing power while simpler queries are routed to cheaper, more efficient alternatives, according to Dan Jermyn.

This approach addresses a broader trend among global executives who are increasingly scrutinizing the return on investment for AI tools. As companies scale their use of generative AI, the cumulative cost of tokens—the basic units of data processed by these models—can climb rapidly. By requiring staff to understand the “intricacies” of different tools, Westpac seeks to prevent unnecessary spending on high-cost models for basic tasks.

Did you know? Westpac reported that more than 15,000 of its employees—nearly half of its total workforce—are already using generative AI to support their daily operations.

The Impact of Infrastructure Modernization

Westpac’s focus on AI efficiency coincides with its UNITE initiative, a long-term project designed to centralize disparate systems inherited from past acquisitions. According to Jermyn, this technological cleanup is essential for maximizing the operational utility of AI across the bank.

The bank’s financial reports highlight the urgency of these investments. Total technology spending at Westpac reached A$3.1 billion ($2.2 billion) for the fiscal year ending Sept. 30, a 13% increase from the previous year. This rise underscores the significant capital required to modernize legacy systems while simultaneously integrating cutting-edge generative tools.

Why Efficiency Is the New Competitive Advantage

The race to adopt AI is no longer just about access; it is about deployment speed and cost-efficiency. Jermyn noted that the primary competitive advantage lies in how effectively an organization manages its AI resources across the entire enterprise.

For providers like OpenAI and Anthropic, this shift in corporate behavior could lead to revenue pressure.

Pro Tip: When managing AI expenses, audit your team’s usage patterns monthly. Shift recurring, low-complexity tasks to smaller, open-source or “light” versions of models to preserve your budget for high-value, complex problem-solving.

Frequently Asked Questions

Why is Westpac tracking employee AI token usage?

Westpac is tracking token consumption to ensure that employees are using the most cost-effective model for the specific task at hand, preventing unnecessary expenditure on expensive, high-capacity models when a smaller one would suffice.

Westpac Bank Slashes 200 Jobs Amid Move To “Digital-First Strategy” | 10 News

What is the UNITE initiative?

The UNITE initiative is Westpac’s internal effort to centralize various legacy systems from past acquisitions. The bank expects this to improve how it integrates and utilizes AI technology across its operations.

How much did Westpac spend on technology last year?

Westpac reported total technology spending of A$3.1 billion ($2.2 billion) for the financial year ending Sept. 30, representing a 13% increase over the prior year.


Are you managing AI costs in your organization? Share your strategies in the comments below or subscribe to our newsletter for more updates on enterprise technology trends.

July 9, 2026 0 comments
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Business

Why Companies Are Hiring Back Employees After AI Layoffs

by Chief Editor July 1, 2026
written by Chief Editor

Major corporations are reversing course on aggressive artificial intelligence automation as data reveals that AI-driven layoffs often backfire. Companies including Ford, Commonwealth Bank of Australia, and IBM are rehiring human staff to address quality control, ethical oversight, and talent pipeline issues that automated systems failed to resolve. According to data from Orgvue, while 39% of business leaders eliminated roles due to AI, 55% of that group later admitted those redundancy decisions were mistakes.

Why are companies reversing AI-driven layoffs?

Businesses are finding that replacing human labor with AI often leads to operational gaps that software cannot bridge. Ford recently began rehiring hundreds of experienced engineers to manage vehicle quality issues that automated systems were unable to address, according to Charles Poon, Ford’s vice president of vehicle hardware engineering. Poon noted that while AI is a powerful tool, it remains limited by the quality of the data used for training.

View this post on Instagram about Commonwealth Bank of Australia, Charles Poon
From Instagram — related to Commonwealth Bank of Australia, Charles Poon

The trend extends to the financial and technology sectors. Commonwealth Bank of Australia (CBA) previously laid off more than 40 customer service staff in favor of AI voice bots. The bank eventually rescinded these cuts after the AI failed to manage call volumes, leading to an increase in calls. CBA later admitted it “did not adequately consider all relevant business considerations” when announcing the redundancies and acknowledged “we should have been more thorough in our assessment of the roles required.”

Did you know?

Data from Robert Half indicates that 32% of U.S. hiring managers have eliminated a role primarily due to AI and later rehired for the same or a similar position.

How does AI impact long-term talent pipelines?

Over-reliance on automation threatens the future of corporate expertise. IBM, which previously moved to replace certain HR functions with AI, found that while the systems handled 94% of routine requests, they were incapable of navigating the other 6%—specifically complex ethical dilemmas. Consequently, IBM announced plans to triple its U.S. entry-level hiring across all business units in 2026.

How does AI impact long-term talent pipelines?

Nickle LaMoreaux, IBM chief human resources officer, warned at the Charter AI Summit that failing to invest in junior staff creates a “dry well.” Without entry-level hires today, companies face a total lack of experienced leadership three to five years down the line. This sentiment is echoed by Intuition Labs, which reported that many organizations regret their layoffs because they cut the very employees who were necessary to oversee AI.

What are the risks of replacing human oversight?

The push for automation often results in decreased productivity when AI outputs prove inconsistent or inaccurate. Jessica Zhang, senior vice president of APAC at ADP, stated that companies frequently need to reintroduce human oversight to correct AI errors. This necessity creates a cycle of duplicated effort and slower decision-making, which can negate the initial productivity gains companies sought when deploying the technology.

Inside Ford’s GCC Strategy in India | AI, Talent & Global Leadership Ft. Gangapriya Chakraverti

Capitol Technology University notes that organizations are finding more value in building human-AI collaboration versus replacing human work entirely.

Frequently Asked Questions

  • Why do companies regret AI-related layoffs?
    Many companies found that AI could not handle complex tasks or ethical dilemmas, leading to operational failures and the need to rehire human staff for oversight.
  • Are companies stopping their use of AI?
    No, most are shifting strategies toward human-AI collaboration, using technology to augment employee output rather than replacing roles entirely.
  • What is the challenge in AI implementation?
    According to industry reports, a challenge is a lack of investment in training and the loss of institutional knowledge when entry-level roles are eliminated.

Are you seeing AI change the way your team works? Share your experiences in the comments below or subscribe to our newsletter for more updates on the evolving workplace.

Frequently Asked Questions

July 1, 2026 0 comments
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